MATH 437

Modern Approaches to Data Analysis

Nonparametric statistical inference, including methods based on rank and order; resampling, including bootstrap; smoothing histograms, including kernel and smoothing-spines; clustering with logistic and multinomial models, hierarchical clustering and k-means; inference based on posterior distributions, learning and neural networks. lecture, 2 hours activity)

Units: 4.0

Hours: 3